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Started at: 07:38:00 norbert2, 0.001, 512 ({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {}) Epoch: 0 Training loss: 0.4007784449137174 - MAE: 0.5069355512324459 Validation loss : 0.3120305180549622 - MAE: 0.44266591438730646 Epoch: 1 Training loss: 0.2484535529063298 - MAE: 0.3928363123027111 Validation loss : 0.1947101354598999 - MAE: 0.3383142622305263 Epoch: 2 Training loss: 0.22325417743279383 - MAE: 0.36296588484431314 Validation loss : 0.182929190993309 - MAE: 0.3313696384637742 Epoch: 3 Training loss: 0.20250843579952532 - MAE: 0.3434091643314229 Validation loss : 0.18073179423809052 - MAE: 0.3283606648709959 Epoch: 4 Training loss: 0.19508753602321333 - MAE: 0.3348078961451888 Validation loss : 0.17457089722156524 - MAE: 0.32172754370186174 Epoch: 5 Training loss: 0.1839254005597188 - MAE: 0.32533722867728143 Validation loss : 0.171060973405838 - MAE: 0.317254907258527 Epoch: 6 Training loss: 0.18198314652993128 - MAE: 0.3254398824331828 Validation loss : 0.16855189800262452 - MAE: 0.31388433598330434 Epoch: 7 Training loss: 0.17925549011964065 - MAE: 0.32251319498782804 Validation loss : 0.16748179197311402 - MAE: 0.31228902521293 Epoch: 8 Training loss: 0.17594398214266851 - MAE: 0.3184498187707379 Validation loss : 0.16516335308551788 - MAE: 0.30966778780720217 Epoch: 9 Training loss: 0.1718841722378364 - MAE: 0.31540975077584577 Validation loss : 0.16371028423309325 - MAE: 0.3090980532981752 Epoch: 10 Training loss: 0.16989627939004165 - MAE: 0.3115659211880164 Validation loss : 0.16193810999393463 - MAE: 0.3079626352800581 |